{"id":"W4246668950","doi":"10.5194/acpd-7-11621-2007","title":"Summertime stratospheric processes at northern mid-latitudes: comparisons between MANTRA balloon measurements and the Canadian Middle Atmosphere Model","year":2007,"lang":"en","type":"preprint","venue":"","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Canadian Space Agency; York University; Environment and Climate Change Canada; University of Toronto","funders":"Canadian Foundation for Climate and Atmospheric Sciences; University of Denver; National Aeronautics and Space Administration; Canadian Space Agency; National Science Foundation","keywords":"Stratosphere; Atmospheric sciences; Environmental science; Polar vortex; Latitude; Atmosphere (unit); Middle latitudes; Ozone; Mantra; Troposphere; Atmospheric model; Climatology; Geology; Meteorology; Geography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000421727,0.0004188524,0.0002103306,0.0003759108,0.0007356111,0.0008184715,0.0007942905,0.0003176196,0.0005524842],"category_scores_gemma":[0.0008649716,0.0001789681,0.0003898595,0.0005163473,0.0002258253,0.0003777238,0.0002990558,0.0002784336,0.000104112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005100559,"about_ca_system_score_gemma":0.002993256,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9040777,"about_ca_topic_score_gemma":0.870095,"domain_scores_codex":[0.9998416,0.00002589125,0.000005585539,0.00004448247,0.00004324479,0.00003915667],"domain_scores_gemma":[0.9997423,0.00004174673,0.00002704905,0.00003018765,0.0001168973,0.00004177565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000766827,0.0001477242,0.5583917,0.00007577435,0.0004309831,0.0001679583,0.0004485862,0.4006443,0.01474837,0.002160872,0.002404583,0.01961227],"study_design_scores_gemma":[0.0000645262,0.00006887913,0.4778974,0.00001301631,0.00007114811,0.00003501156,0.0001955058,0.5153179,0.002848719,0.0002634373,0.003173655,0.00005069498],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956459,0.0001412552,0.0009093292,0.00008033955,0.000008127397,0.00001117305,0.00109087,0.0001349426,0.001978063],"genre_scores_gemma":[0.9981914,0.00004356061,0.0007444844,0.00001197355,0.000001897751,0.000004919739,0.000813923,0.00001204831,0.0001757302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09592229,"threshold_uncertainty_score":0.1929743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0757877520079421,"score_gpt":0.2460817054934539,"score_spread":0.1702939534855118,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}